This Hardware Fix Will Make AI Reasoning Instant | Tapa Ghosh

AI inference faces a critical physical bottleneck where traditional electrical wiring limits memory capacity and bandwidth for large models. Volantis, led by CEO Tapa Ghosh, addresses this challenge by replacing standard electrical interconnects with photonic technology, allowing for significantly higher memory density and faster data access. By enabling chips to connect to more memory without the reach limitations of copper wires, this approach facilitates the execution of massive models at low latencies. This shift promises to transform user experiences, such as compressing hours-long coding agent tasks into mere minutes and providing instantaneous chatbot responses. As the industry moves beyond stagnant hardware designs, these optical solutions represent a fundamental shift in how compute and memory interact, potentially enabling a new generation of high-performance, cost-effective AI applications.